Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 60 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.6 KiB |
| Average record size in memory | 130.1 B |
Variable types
| NUM | 16 |
|---|
Reproduction
| Analysis started | 2020-08-25 00:03:01.273190 |
|---|---|
| Analysis finished | 2020-08-25 00:03:33.720674 |
| Duration | 32.45 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
PREC
Real number (ℝ≥0)
| Distinct count | 30 |
|---|---|
| Unique (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.36666666666667 |
|---|---|
| Minimum | 10.0 |
| Maximum | 60.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 14.9 |
| Q1 | 32.75 |
| median | 38 |
| Q3 | 43.25 |
| 95-th percentile | 52.05 |
| Maximum | 60 |
| Range | 50 |
| Interquartile range (IQR) | 10.5 |
Descriptive statistics
| Standard deviation | 9.984677527 |
|---|---|
| Coefficient of variation (CV) | 0.2672081408 |
| Kurtosis | 1.283610973 |
| Mean | 37.36666667 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | -0.8021812079 |
| Sum | 2242 |
| Variance | 99.69378531 |
| Value | Count | Frequency (%) | |
| 42 | 5 | 8.3% | |
| 45 | 5 | 8.3% | |
| 35 | 5 | 8.3% | |
| 36 | 5 | 8.3% | |
| 31 | 4 | 6.7% | |
| 43 | 4 | 6.7% | |
| 30 | 3 | 5.0% | |
| 37 | 2 | 3.3% | |
| 41 | 2 | 3.3% | |
| 44 | 2 | 3.3% | |
| 46 | 2 | 3.3% | |
| 38 | 2 | 3.3% | |
| 40 | 2 | 3.3% | |
| 13 | 1 | 1.7% | |
| 47 | 1 | 1.7% | |
| 53 | 1 | 1.7% | |
| 18 | 1 | 1.7% | |
| 52 | 1 | 1.7% | |
| 33 | 1 | 1.7% | |
| 10 | 1 | 1.7% | |
| 15 | 1 | 1.7% | |
| 34 | 1 | 1.7% | |
| 39 | 1 | 1.7% | |
| 11 | 1 | 1.7% | |
| 50 | 1 | 1.7% | |
| Other values (5) | 5 | 8.3% |
| Value | Count | Frequency (%) | |
| 10 | 1 | 1.7% | |
| 11 | 1 | 1.7% | |
| 13 | 1 | 1.7% | |
| 15 | 1 | 1.7% | |
| 18 | 1 | 1.7% | |
| 25 | 1 | 1.7% | |
| 28 | 1 | 1.7% | |
| 30 | 3 | 5.0% | |
| 31 | 4 | 6.7% | |
| 32 | 1 | 1.7% |
| Value | Count | Frequency (%) | |
| 60 | 1 | 1.7% | |
| 54 | 1 | 1.7% | |
| 53 | 1 | 1.7% | |
| 52 | 1 | 1.7% | |
| 50 | 1 | 1.7% | |
| 47 | 1 | 1.7% | |
| 46 | 2 | 3.3% | |
| 45 | 5 | 8.3% | |
| 44 | 2 | 3.3% | |
| 43 | 4 | 6.7% |
JANT
Real number (ℝ≥0)
| Distinct count | 28 |
|---|---|
| Unique (%) | 46.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.983333333333334 |
|---|---|
| Minimum | 12.0 |
| Maximum | 67.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 27 |
| median | 31.5 |
| Q3 | 40 |
| 95-th percentile | 54.05 |
| Maximum | 67 |
| Range | 55 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 10.16889852 |
|---|---|
| Coefficient of variation (CV) | 0.299231933 |
| Kurtosis | 1.087821388 |
| Mean | 33.98333333 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 0.9607114826 |
| Sum | 2039 |
| Variance | 103.4064972 |
| Value | Count | Frequency (%) | |
| 30 | 5 | 8.3% | |
| 24 | 5 | 8.3% | |
| 27 | 4 | 6.7% | |
| 32 | 4 | 6.7% | |
| 29 | 4 | 6.7% | |
| 33 | 4 | 6.7% | |
| 45 | 3 | 5.0% | |
| 28 | 3 | 5.0% | |
| 40 | 3 | 5.0% | |
| 42 | 2 | 3.3% | |
| 23 | 2 | 3.3% | |
| 55 | 2 | 3.3% | |
| 35 | 2 | 3.3% | |
| 31 | 2 | 3.3% | |
| 26 | 2 | 3.3% | |
| 20 | 1 | 1.7% | |
| 48 | 1 | 1.7% | |
| 25 | 1 | 1.7% | |
| 39 | 1 | 1.7% | |
| 38 | 1 | 1.7% | |
| 34 | 1 | 1.7% | |
| 67 | 1 | 1.7% | |
| 54 | 1 | 1.7% | |
| 46 | 1 | 1.7% | |
| 49 | 1 | 1.7% | |
| Other values (3) | 3 | 5.0% |
| Value | Count | Frequency (%) | |
| 12 | 1 | 1.7% | |
| 20 | 1 | 1.7% | |
| 23 | 2 | 3.3% | |
| 24 | 5 | 8.3% | |
| 25 | 1 | 1.7% | |
| 26 | 2 | 3.3% | |
| 27 | 4 | 6.7% | |
| 28 | 3 | 5.0% | |
| 29 | 4 | 6.7% | |
| 30 | 5 | 8.3% |
| Value | Count | Frequency (%) | |
| 67 | 1 | 1.7% | |
| 55 | 2 | 3.3% | |
| 54 | 1 | 1.7% | |
| 53 | 1 | 1.7% | |
| 49 | 1 | 1.7% | |
| 48 | 1 | 1.7% | |
| 46 | 1 | 1.7% | |
| 45 | 3 | 5.0% | |
| 42 | 2 | 3.3% | |
| 40 | 3 | 5.0% |
JULT
Real number (ℝ≥0)
| Distinct count | 20 |
|---|---|
| Unique (%) | 33.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.58333333333333 |
|---|---|
| Minimum | 63.0 |
| Maximum | 85.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 63 |
|---|---|
| 5-th percentile | 67.95 |
| Q1 | 72 |
| median | 74 |
| Q3 | 77.25 |
| 95-th percentile | 82.1 |
| Maximum | 85 |
| Range | 22 |
| Interquartile range (IQR) | 5.25 |
Descriptive statistics
| Standard deviation | 4.763176787 |
|---|---|
| Coefficient of variation (CV) | 0.06386382285 |
| Kurtosis | 0.01094462531 |
| Mean | 74.58333333 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.1367057709 |
| Sum | 4475 |
| Variance | 22.68785311 |
| Value | Count | Frequency (%) | |
| 72 | 11 | 18.3% | |
| 74 | 5 | 8.3% | |
| 77 | 5 | 8.3% | |
| 71 | 4 | 6.7% | |
| 76 | 4 | 6.7% | |
| 73 | 4 | 6.7% | |
| 79 | 3 | 5.0% | |
| 70 | 3 | 5.0% | |
| 75 | 3 | 5.0% | |
| 81 | 3 | 5.0% | |
| 85 | 2 | 3.3% | |
| 68 | 2 | 3.3% | |
| 80 | 2 | 3.3% | |
| 82 | 2 | 3.3% | |
| 78 | 2 | 3.3% | |
| 63 | 1 | 1.7% | |
| 84 | 1 | 1.7% | |
| 69 | 1 | 1.7% | |
| 67 | 1 | 1.7% | |
| 64 | 1 | 1.7% |
| Value | Count | Frequency (%) | |
| 63 | 1 | 1.7% | |
| 64 | 1 | 1.7% | |
| 67 | 1 | 1.7% | |
| 68 | 2 | 3.3% | |
| 69 | 1 | 1.7% | |
| 70 | 3 | 5.0% | |
| 71 | 4 | 6.7% | |
| 72 | 11 | 18.3% | |
| 73 | 4 | 6.7% | |
| 74 | 5 | 8.3% |
| Value | Count | Frequency (%) | |
| 85 | 2 | 3.3% | |
| 84 | 1 | 1.7% | |
| 82 | 2 | 3.3% | |
| 81 | 3 | 5.0% | |
| 80 | 2 | 3.3% | |
| 79 | 3 | 5.0% | |
| 78 | 2 | 3.3% | |
| 77 | 5 | 8.3% | |
| 76 | 4 | 6.7% | |
| 75 | 3 | 5.0% |
OVR65
Real number (ℝ≥0)
| Distinct count | 39 |
|---|---|
| Unique (%) | 65.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.798333334922791 |
|---|---|
| Minimum | 5.599999904632568 |
| Maximum | 11.800000190734865 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 5.599999905 |
|---|---|
| 5-th percentile | 6.48499999 |
| Q1 | 7.674999833 |
| median | 9 |
| Q3 | 9.699999809 |
| 95-th percentile | 11.20499983 |
| Maximum | 11.80000019 |
| Range | 6.200000286 |
| Interquartile range (IQR) | 2.024999976 |
Descriptive statistics
| Standard deviation | 1.464551972 |
|---|---|
| Coefficient of variation (CV) | 0.1664578865 |
| Kurtosis | -0.6036634091 |
| Mean | 8.798333335 |
| Median Absolute Deviation (MAD) | 1.050000191 |
| Skewness | -0.03411601878 |
| Sum | 527.9000001 |
| Variance | 2.144912477 |
| Value | Count | Frequency (%) | |
| 9.199999809 | 5 | 8.3% | |
| 7.300000191 | 3 | 5.0% | |
| 7.699999809 | 3 | 5.0% | |
| 9 | 3 | 5.0% | |
| 9.300000191 | 3 | 5.0% | |
| 9.5 | 2 | 3.3% | |
| 7 | 2 | 3.3% | |
| 11.30000019 | 2 | 3.3% | |
| 10.89999962 | 2 | 3.3% | |
| 8.800000191 | 2 | 3.3% | |
| 6.5 | 2 | 3.3% | |
| 8.300000191 | 2 | 3.3% | |
| 9.699999809 | 2 | 3.3% | |
| 8.199999809 | 2 | 3.3% | |
| 7.099999905 | 1 | 1.7% | |
| 8 | 1 | 1.7% | |
| 7.5 | 1 | 1.7% | |
| 5.599999905 | 1 | 1.7% | |
| 10 | 1 | 1.7% | |
| 6.099999905 | 1 | 1.7% | |
| 9.600000381 | 1 | 1.7% | |
| 8.600000381 | 1 | 1.7% | |
| 7.599999905 | 1 | 1.7% | |
| 7.400000095 | 1 | 1.7% | |
| 9.100000381 | 1 | 1.7% | |
| Other values (14) | 14 | 23.3% |
| Value | Count | Frequency (%) | |
| 5.599999905 | 1 | 1.7% | |
| 6.099999905 | 1 | 1.7% | |
| 6.199999809 | 1 | 1.7% | |
| 6.5 | 2 | 3.3% | |
| 7 | 2 | 3.3% | |
| 7.099999905 | 1 | 1.7% | |
| 7.199999809 | 1 | 1.7% | |
| 7.300000191 | 3 | 5.0% | |
| 7.400000095 | 1 | 1.7% | |
| 7.5 | 1 | 1.7% |
| Value | Count | Frequency (%) | |
| 11.80000019 | 1 | 1.7% | |
| 11.30000019 | 2 | 3.3% | |
| 11.19999981 | 1 | 1.7% | |
| 11.10000038 | 1 | 1.7% | |
| 10.89999962 | 2 | 3.3% | |
| 10.69999981 | 1 | 1.7% | |
| 10.60000038 | 1 | 1.7% | |
| 10.39999962 | 1 | 1.7% | |
| 10.19999981 | 1 | 1.7% | |
| 10.10000038 | 1 | 1.7% |
POPN
Real number (ℝ≥0)
| Distinct count | 35 |
|---|---|
| Unique (%) | 58.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2631666620572406 |
|---|---|
| Minimum | 2.9200000762939453 |
| Maximum | 3.5299999713897705 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 2.920000076 |
|---|---|
| 5-th percentile | 2.99000001 |
| Q1 | 3.210000038 |
| median | 3.264999986 |
| Q3 | 3.359999895 |
| 95-th percentile | 3.451500046 |
| Maximum | 3.529999971 |
| Range | 0.6099998951 |
| Interquartile range (IQR) | 0.1499998569 |
Descriptive statistics
| Standard deviation | 0.1352523211 |
|---|---|
| Coefficient of variation (CV) | 0.04144818059 |
| Kurtosis | 0.04384526971 |
| Mean | 3.263166662 |
| Median Absolute Deviation (MAD) | 0.07999992371 |
| Skewness | -0.4893159588 |
| Sum | 195.7899997 |
| Variance | 0.01829319036 |
| Value | Count | Frequency (%) | |
| 3.220000029 | 4 | 6.7% | |
| 3.210000038 | 4 | 6.7% | |
| 3.319999933 | 4 | 6.7% | |
| 3.25 | 3 | 5.0% | |
| 3.230000019 | 3 | 5.0% | |
| 3.359999895 | 3 | 5.0% | |
| 3.390000105 | 2 | 3.3% | |
| 2.99000001 | 2 | 3.3% | |
| 3.450000048 | 2 | 3.3% | |
| 3.440000057 | 2 | 3.3% | |
| 3.279999971 | 2 | 3.3% | |
| 3.25999999 | 2 | 3.3% | |
| 3.349999905 | 2 | 3.3% | |
| 3.369999886 | 2 | 3.3% | |
| 3.339999914 | 2 | 3.3% | |
| 3.289999962 | 2 | 3.3% | |
| 3.529999971 | 1 | 1.7% | |
| 3.019999981 | 1 | 1.7% | |
| 2.920000076 | 1 | 1.7% | |
| 2.980000019 | 1 | 1.7% | |
| 3.029999971 | 1 | 1.7% | |
| 3.269999981 | 1 | 1.7% | |
| 3.190000057 | 1 | 1.7% | |
| 3.079999924 | 1 | 1.7% | |
| 3.410000086 | 1 | 1.7% | |
| Other values (10) | 10 | 16.7% |
| Value | Count | Frequency (%) | |
| 2.920000076 | 1 | 1.7% | |
| 2.980000019 | 1 | 1.7% | |
| 2.99000001 | 2 | 3.3% | |
| 3.019999981 | 1 | 1.7% | |
| 3.029999971 | 1 | 1.7% | |
| 3.079999924 | 1 | 1.7% | |
| 3.099999905 | 1 | 1.7% | |
| 3.109999895 | 1 | 1.7% | |
| 3.140000105 | 1 | 1.7% | |
| 3.150000095 | 1 | 1.7% |
| Value | Count | Frequency (%) | |
| 3.529999971 | 1 | 1.7% | |
| 3.49000001 | 1 | 1.7% | |
| 3.480000019 | 1 | 1.7% | |
| 3.450000048 | 2 | 3.3% | |
| 3.440000057 | 2 | 3.3% | |
| 3.410000086 | 1 | 1.7% | |
| 3.390000105 | 2 | 3.3% | |
| 3.380000114 | 1 | 1.7% | |
| 3.369999886 | 2 | 3.3% | |
| 3.359999895 | 3 | 5.0% |
EDUC
Real number (ℝ≥0)
| Distinct count | 26 |
|---|---|
| Unique (%) | 43.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.973333358764648 |
|---|---|
| Minimum | 9.0 |
| Maximum | 12.300000190734865 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 9.600000381 |
| Q1 | 10.39999962 |
| median | 11.05000019 |
| Q3 | 11.5 |
| 95-th percentile | 12.19999981 |
| Maximum | 12.30000019 |
| Range | 3.300000191 |
| Interquartile range (IQR) | 1.100000381 |
Descriptive statistics
| Standard deviation | 0.8452993919 |
|---|---|
| Coefficient of variation (CV) | 0.07703214367 |
| Kurtosis | -0.7513231474 |
| Mean | 10.97333336 |
| Median Absolute Deviation (MAD) | 0.6000003815 |
| Skewness | -0.2249284354 |
| Sum | 658.4000015 |
| Variance | 0.7145310619 |
| Value | Count | Frequency (%) | |
| 11.10000038 | 6 | 10.0% | |
| 11.39999962 | 6 | 10.0% | |
| 12.10000038 | 5 | 8.3% | |
| 10.69999981 | 4 | 6.7% | |
| 12.19999981 | 4 | 6.7% | |
| 9.600000381 | 3 | 5.0% | |
| 10.5 | 2 | 3.3% | |
| 11.5 | 2 | 3.3% | |
| 12 | 2 | 3.3% | |
| 10.60000038 | 2 | 3.3% | |
| 10.10000038 | 2 | 3.3% | |
| 10.80000019 | 2 | 3.3% | |
| 10.39999962 | 2 | 3.3% | |
| 10.89999962 | 2 | 3.3% | |
| 11.30000019 | 2 | 3.3% | |
| 9.699999809 | 2 | 3.3% | |
| 10.19999981 | 2 | 3.3% | |
| 11 | 2 | 3.3% | |
| 9.899999619 | 1 | 1.7% | |
| 12.30000019 | 1 | 1.7% | |
| 11.89999962 | 1 | 1.7% | |
| 11.80000019 | 1 | 1.7% | |
| 9.800000191 | 1 | 1.7% | |
| 9 | 1 | 1.7% | |
| 9.5 | 1 | 1.7% |
| Value | Count | Frequency (%) | |
| 9 | 1 | 1.7% | |
| 9.5 | 1 | 1.7% | |
| 9.600000381 | 3 | 5.0% | |
| 9.699999809 | 2 | 3.3% | |
| 9.800000191 | 1 | 1.7% | |
| 9.899999619 | 1 | 1.7% | |
| 10.10000038 | 2 | 3.3% | |
| 10.19999981 | 2 | 3.3% | |
| 10.30000019 | 1 | 1.7% | |
| 10.39999962 | 2 | 3.3% |
| Value | Count | Frequency (%) | |
| 12.30000019 | 1 | 1.7% | |
| 12.19999981 | 4 | 6.7% | |
| 12.10000038 | 5 | 8.3% | |
| 12 | 2 | 3.3% | |
| 11.89999962 | 1 | 1.7% | |
| 11.80000019 | 1 | 1.7% | |
| 11.5 | 2 | 3.3% | |
| 11.39999962 | 6 | 10.0% | |
| 11.30000019 | 2 | 3.3% | |
| 11.10000038 | 6 | 10.0% |
HOUS
Real number (ℝ≥0)
| Distinct count | 53 |
|---|---|
| Unique (%) | 88.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.91333351135253 |
|---|---|
| Minimum | 66.80000305175781 |
| Maximum | 90.6999969482422 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 66.80000305 |
|---|---|
| 5-th percentile | 71.72500305 |
| Q1 | 78.37500191 |
| median | 81.15000153 |
| Q3 | 83.60000038 |
| 95-th percentile | 88.93000145 |
| Maximum | 90.69999695 |
| Range | 23.8999939 |
| Interquartile range (IQR) | 5.224998474 |
Descriptive statistics
| Standard deviation | 5.141372428 |
|---|---|
| Coefficient of variation (CV) | 0.06354172056 |
| Kurtosis | 0.3849187533 |
| Mean | 80.91333351 |
| Median Absolute Deviation (MAD) | 2.75 |
| Skewness | -0.4170024072 |
| Sum | 4854.800011 |
| Variance | 26.43371044 |
| Value | Count | Frequency (%) | |
| 79.90000153 | 3 | 5.0% | |
| 83.19999695 | 2 | 3.3% | |
| 79.5 | 2 | 3.3% | |
| 82.5 | 2 | 3.3% | |
| 79.80000305 | 2 | 3.3% | |
| 81.5 | 2 | 3.3% | |
| 79.19999695 | 1 | 1.7% | |
| 78 | 1 | 1.7% | |
| 83.09999847 | 1 | 1.7% | |
| 81.90000153 | 1 | 1.7% | |
| 77.40000153 | 1 | 1.7% | |
| 85.40000153 | 1 | 1.7% | |
| 86.30000305 | 1 | 1.7% | |
| 78.80000305 | 1 | 1.7% | |
| 66.80000305 | 1 | 1.7% | |
| 81 | 1 | 1.7% | |
| 89.5 | 1 | 1.7% | |
| 79.30000305 | 1 | 1.7% | |
| 88.59999847 | 1 | 1.7% | |
| 70.30000305 | 1 | 1.7% | |
| 87.5 | 1 | 1.7% | |
| 83.5 | 1 | 1.7% | |
| 72.5 | 1 | 1.7% | |
| 72.80000305 | 1 | 1.7% | |
| 87 | 1 | 1.7% | |
| Other values (28) | 28 | 46.7% |
| Value | Count | Frequency (%) | |
| 66.80000305 | 1 | 1.7% | |
| 69.19999695 | 1 | 1.7% | |
| 70.30000305 | 1 | 1.7% | |
| 71.80000305 | 1 | 1.7% | |
| 72.5 | 1 | 1.7% | |
| 72.80000305 | 1 | 1.7% | |
| 73.80000305 | 1 | 1.7% | |
| 76.19999695 | 1 | 1.7% | |
| 76.80000305 | 1 | 1.7% | |
| 77 | 1 | 1.7% |
| Value | Count | Frequency (%) | |
| 90.69999695 | 1 | 1.7% | |
| 90.59999847 | 1 | 1.7% | |
| 89.5 | 1 | 1.7% | |
| 88.90000153 | 1 | 1.7% | |
| 88.59999847 | 1 | 1.7% | |
| 87.69999695 | 1 | 1.7% | |
| 87.5 | 1 | 1.7% | |
| 87.09999847 | 1 | 1.7% | |
| 87 | 1 | 1.7% | |
| 86.30000305 | 1 | 1.7% |
| Distinct count | 60 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3876.05 |
|---|---|
| Minimum | 1441.0 |
| Maximum | 9699.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 1441 |
|---|---|
| 5-th percentile | 1881.05 |
| Q1 | 3104.25 |
| median | 3567 |
| Q3 | 4519.75 |
| 95-th percentile | 6448.05 |
| Maximum | 9699 |
| Range | 8258 |
| Interquartile range (IQR) | 1415.5 |
Descriptive statistics
| Standard deviation | 1454.102361 |
|---|---|
| Coefficient of variation (CV) | 0.3751505684 |
| Kurtosis | 3.590993081 |
| Mean | 3876.05 |
| Median Absolute Deviation (MAD) | 703.5 |
| Skewness | 1.37949291 |
| Sum | 232563 |
| Variance | 2114413.675 |
| Value | Count | Frequency (%) | |
| 4923 | 1 | 1.7% | |
| 4213 | 1 | 1.7% | |
| 3451 | 1 | 1.7% | |
| 2269 | 1 | 1.7% | |
| 3327 | 1 | 1.7% | |
| 6122 | 1 | 1.7% | |
| 2095 | 1 | 1.7% | |
| 4253 | 1 | 1.7% | |
| 3325 | 1 | 1.7% | |
| 3665 | 1 | 1.7% | |
| 4355 | 1 | 1.7% | |
| 1671 | 1 | 1.7% | |
| 4281 | 1 | 1.7% | |
| 1883 | 1 | 1.7% | |
| 3152 | 1 | 1.7% | |
| 2702 | 1 | 1.7% | |
| 5160 | 1 | 1.7% | |
| 2682 | 1 | 1.7% | |
| 3768 | 1 | 1.7% | |
| 4700 | 1 | 1.7% | |
| 3508 | 1 | 1.7% | |
| 3262 | 1 | 1.7% | |
| 3172 | 1 | 1.7% | |
| 3226 | 1 | 1.7% | |
| 1844 | 1 | 1.7% | |
| Other values (35) | 35 | 58.3% |
| Value | Count | Frequency (%) | |
| 1441 | 1 | 1.7% | |
| 1671 | 1 | 1.7% | |
| 1844 | 1 | 1.7% | |
| 1883 | 1 | 1.7% | |
| 2095 | 1 | 1.7% | |
| 2140 | 1 | 1.7% | |
| 2269 | 1 | 1.7% | |
| 2302 | 1 | 1.7% | |
| 2647 | 1 | 1.7% | |
| 2682 | 1 | 1.7% |
| Value | Count | Frequency (%) | |
| 9699 | 1 | 1.7% | |
| 7462 | 1 | 1.7% | |
| 6582 | 1 | 1.7% | |
| 6441 | 1 | 1.7% | |
| 6122 | 1 | 1.7% | |
| 6092 | 1 | 1.7% | |
| 5308 | 1 | 1.7% | |
| 5160 | 1 | 1.7% | |
| 4923 | 1 | 1.7% | |
| 4843 | 1 | 1.7% |
NONW
Real number (ℝ≥0)
| Distinct count | 54 |
|---|---|
| Unique (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.870000085234642 |
|---|---|
| Minimum | 0.8000000119209291 |
| Maximum | 38.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 0.8000000119 |
|---|---|
| 5-th percentile | 2.190000045 |
| Q1 | 4.950000048 |
| median | 10.4000001 |
| Q3 | 15.65000033 |
| 95-th percentile | 28.74000034 |
| Maximum | 38.5 |
| Range | 37.69999999 |
| Interquartile range (IQR) | 10.70000029 |
Descriptive statistics
| Standard deviation | 8.921148038 |
|---|---|
| Coefficient of variation (CV) | 0.7515710171 |
| Kurtosis | 0.9359849229 |
| Mean | 11.87000009 |
| Median Absolute Deviation (MAD) | 5.400000095 |
| Skewness | 1.131128349 |
| Sum | 712.2000051 |
| Variance | 79.58688231 |
| Value | Count | Frequency (%) | |
| 13.10000038 | 3 | 5.0% | |
| 3.5 | 2 | 3.3% | |
| 21 | 2 | 3.3% | |
| 8.800000191 | 2 | 3.3% | |
| 8.100000381 | 2 | 3.3% | |
| 7.5 | 1 | 1.7% | |
| 2.700000048 | 1 | 1.7% | |
| 14.80000019 | 1 | 1.7% | |
| 13.69999981 | 1 | 1.7% | |
| 15.60000038 | 1 | 1.7% | |
| 2.900000095 | 1 | 1.7% | |
| 5.300000191 | 1 | 1.7% | |
| 28.60000038 | 1 | 1.7% | |
| 1 | 1 | 1.7% | |
| 22.20000076 | 1 | 1.7% | |
| 9.5 | 1 | 1.7% | |
| 2.5 | 1 | 1.7% | |
| 31.39999962 | 1 | 1.7% | |
| 3 | 1 | 1.7% | |
| 5 | 1 | 1.7% | |
| 17.5 | 1 | 1.7% | |
| 2 | 1 | 1.7% | |
| 13.5 | 1 | 1.7% | |
| 11.5 | 1 | 1.7% | |
| 13 | 1 | 1.7% | |
| Other values (29) | 29 | 48.3% |
| Value | Count | Frequency (%) | |
| 0.8000000119 | 1 | 1.7% | |
| 1 | 1 | 1.7% | |
| 2 | 1 | 1.7% | |
| 2.200000048 | 1 | 1.7% | |
| 2.5 | 1 | 1.7% | |
| 2.700000048 | 1 | 1.7% | |
| 2.900000095 | 1 | 1.7% | |
| 3 | 1 | 1.7% | |
| 3.400000095 | 1 | 1.7% | |
| 3.5 | 2 | 3.3% |
| Value | Count | Frequency (%) | |
| 38.5 | 1 | 1.7% | |
| 36.70000076 | 1 | 1.7% | |
| 31.39999962 | 1 | 1.7% | |
| 28.60000038 | 1 | 1.7% | |
| 27.10000038 | 1 | 1.7% | |
| 25.89999962 | 1 | 1.7% | |
| 24.39999962 | 1 | 1.7% | |
| 22.70000076 | 1 | 1.7% | |
| 22.20000076 | 1 | 1.7% | |
| 21 | 2 | 3.3% |
WWDRK
Real number (ℝ≥0)
| Distinct count | 51 |
|---|---|
| Unique (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.08166662851969 |
|---|---|
| Minimum | 33.799999237060554 |
| Maximum | 59.70000076293945 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 33.79999924 |
|---|---|
| 5-th percentile | 38.7899992 |
| Q1 | 43.24999905 |
| median | 45.5 |
| Q3 | 49.52499962 |
| 95-th percentile | 51.96000137 |
| Maximum | 59.70000076 |
| Range | 25.90000153 |
| Interquartile range (IQR) | 6.275000572 |
Descriptive statistics
| Standard deviation | 4.613043144 |
|---|---|
| Coefficient of variation (CV) | 0.1001058226 |
| Kurtosis | 0.5548515979 |
| Mean | 46.08166663 |
| Median Absolute Deviation (MAD) | 3.149999619 |
| Skewness | 0.09845541195 |
| Sum | 2764.899998 |
| Variance | 21.28016705 |
| Value | Count | Frequency (%) | |
| 45.29999924 | 2 | 3.3% | |
| 44 | 2 | 3.3% | |
| 45.5 | 2 | 3.3% | |
| 51.59999847 | 2 | 3.3% | |
| 43.70000076 | 2 | 3.3% | |
| 51.90000153 | 2 | 3.3% | |
| 51.20000076 | 2 | 3.3% | |
| 47.29999924 | 2 | 3.3% | |
| 42.59999847 | 2 | 3.3% | |
| 42.20000076 | 1 | 1.7% | |
| 41.40000153 | 1 | 1.7% | |
| 38.79999924 | 1 | 1.7% | |
| 54.29999924 | 1 | 1.7% | |
| 45.70000076 | 1 | 1.7% | |
| 33.79999924 | 1 | 1.7% | |
| 45.20000076 | 1 | 1.7% | |
| 40.40000153 | 1 | 1.7% | |
| 39.40000153 | 1 | 1.7% | |
| 48.70000076 | 1 | 1.7% | |
| 44.90000153 | 1 | 1.7% | |
| 37.5 | 1 | 1.7% | |
| 50.5 | 1 | 1.7% | |
| 51 | 1 | 1.7% | |
| 49.5 | 1 | 1.7% | |
| 43.5 | 1 | 1.7% | |
| Other values (26) | 26 | 43.3% |
| Value | Count | Frequency (%) | |
| 33.79999924 | 1 | 1.7% | |
| 37.5 | 1 | 1.7% | |
| 38.59999847 | 1 | 1.7% | |
| 38.79999924 | 1 | 1.7% | |
| 39.40000153 | 1 | 1.7% | |
| 40.40000153 | 1 | 1.7% | |
| 41 | 1 | 1.7% | |
| 41.29999924 | 1 | 1.7% | |
| 41.40000153 | 1 | 1.7% | |
| 41.90000153 | 1 | 1.7% |
| Value | Count | Frequency (%) | |
| 59.70000076 | 1 | 1.7% | |
| 54.29999924 | 1 | 1.7% | |
| 53.09999847 | 1 | 1.7% | |
| 51.90000153 | 2 | 3.3% | |
| 51.59999847 | 2 | 3.3% | |
| 51.20000076 | 2 | 3.3% | |
| 51 | 1 | 1.7% | |
| 50.70000076 | 1 | 1.7% | |
| 50.5 | 1 | 1.7% | |
| 50.29999924 | 1 | 1.7% |
POOR
Real number (ℝ≥0)
| Distinct count | 46 |
|---|---|
| Unique (%) | 76.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.373333358764649 |
|---|---|
| Minimum | 9.399999618530273 |
| Maximum | 26.399999618530273 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 9.399999619 |
|---|---|
| 5-th percentile | 9.795000172 |
| Q1 | 12 |
| median | 13.19999981 |
| Q3 | 15.15000033 |
| 95-th percentile | 24.20000076 |
| Maximum | 26.39999962 |
| Range | 17 |
| Interquartile range (IQR) | 3.150000334 |
Descriptive statistics
| Standard deviation | 4.160095682 |
|---|---|
| Coefficient of variation (CV) | 0.2894315172 |
| Kurtosis | 1.531449492 |
| Mean | 14.37333336 |
| Median Absolute Deviation (MAD) | 1.400000095 |
| Skewness | 1.463524127 |
| Sum | 862.4000015 |
| Variance | 17.30639608 |
| Value | Count | Frequency (%) | |
| 13.19999981 | 4 | 6.7% | |
| 12 | 3 | 5.0% | |
| 12.39999962 | 3 | 5.0% | |
| 12.30000019 | 3 | 5.0% | |
| 13.89999962 | 2 | 3.3% | |
| 13.5 | 2 | 3.3% | |
| 24.20000076 | 2 | 3.3% | |
| 13.60000038 | 2 | 3.3% | |
| 14 | 2 | 3.3% | |
| 9.5 | 1 | 1.7% | |
| 20.60000038 | 1 | 1.7% | |
| 17.5 | 1 | 1.7% | |
| 9.399999619 | 1 | 1.7% | |
| 17.70000076 | 1 | 1.7% | |
| 14.5 | 1 | 1.7% | |
| 11.69999981 | 1 | 1.7% | |
| 14.30000019 | 1 | 1.7% | |
| 10.89999962 | 1 | 1.7% | |
| 19.5 | 1 | 1.7% | |
| 18.5 | 1 | 1.7% | |
| 10.5 | 1 | 1.7% | |
| 13 | 1 | 1.7% | |
| 24.10000038 | 1 | 1.7% | |
| 15.10000038 | 1 | 1.7% | |
| 15.30000019 | 1 | 1.7% | |
| Other values (21) | 21 | 35.0% |
| Value | Count | Frequency (%) | |
| 9.399999619 | 1 | 1.7% | |
| 9.5 | 1 | 1.7% | |
| 9.699999809 | 1 | 1.7% | |
| 9.800000191 | 1 | 1.7% | |
| 10.10000038 | 1 | 1.7% | |
| 10.30000019 | 1 | 1.7% | |
| 10.5 | 1 | 1.7% | |
| 10.69999981 | 1 | 1.7% | |
| 10.80000019 | 1 | 1.7% | |
| 10.89999962 | 1 | 1.7% |
| Value | Count | Frequency (%) | |
| 26.39999962 | 1 | 1.7% | |
| 25.5 | 1 | 1.7% | |
| 24.20000076 | 2 | 3.3% | |
| 24.10000038 | 1 | 1.7% | |
| 22.39999962 | 1 | 1.7% | |
| 20.60000038 | 1 | 1.7% | |
| 19.5 | 1 | 1.7% | |
| 18.5 | 1 | 1.7% | |
| 17.89999962 | 1 | 1.7% | |
| 17.70000076 | 1 | 1.7% |
| Distinct count | 34 |
|---|---|
| Unique (%) | 56.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.85 |
|---|---|
| Minimum | 1.0 |
| Maximum | 648.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.95 |
| Q1 | 7 |
| median | 14.5 |
| Q3 | 30.25 |
| 95-th percentile | 106.95 |
| Maximum | 648 |
| Range | 647 |
| Interquartile range (IQR) | 23.25 |
Descriptive statistics
| Standard deviation | 91.97767323 |
|---|---|
| Coefficient of variation (CV) | 2.430057417 |
| Kurtosis | 34.68521516 |
| Mean | 37.85 |
| Median Absolute Deviation (MAD) | 8.5 |
| Skewness | 5.593422358 |
| Sum | 2271 |
| Variance | 8459.892373 |
| Value | Count | Frequency (%) | |
| 6 | 5 | 8.3% | |
| 7 | 4 | 6.7% | |
| 8 | 4 | 6.7% | |
| 11 | 4 | 6.7% | |
| 5 | 3 | 5.0% | |
| 18 | 3 | 5.0% | |
| 20 | 3 | 5.0% | |
| 12 | 2 | 3.3% | |
| 31 | 2 | 3.3% | |
| 1 | 2 | 3.3% | |
| 17 | 2 | 3.3% | |
| 14 | 2 | 3.3% | |
| 21 | 2 | 3.3% | |
| 4 | 2 | 3.3% | |
| 45 | 1 | 1.7% | |
| 105 | 1 | 1.7% | |
| 311 | 1 | 1.7% | |
| 144 | 1 | 1.7% | |
| 43 | 1 | 1.7% | |
| 30 | 1 | 1.7% | |
| 56 | 1 | 1.7% | |
| 88 | 1 | 1.7% | |
| 26 | 1 | 1.7% | |
| 3 | 1 | 1.7% | |
| 15 | 1 | 1.7% | |
| Other values (9) | 9 | 15.0% |
| Value | Count | Frequency (%) | |
| 1 | 2 | 3.3% | |
| 3 | 1 | 1.7% | |
| 4 | 2 | 3.3% | |
| 5 | 3 | 5.0% | |
| 6 | 5 | 8.3% | |
| 7 | 4 | 6.7% | |
| 8 | 4 | 6.7% | |
| 11 | 4 | 6.7% | |
| 12 | 2 | 3.3% | |
| 13 | 1 | 1.7% |
| Value | Count | Frequency (%) | |
| 648 | 1 | 1.7% | |
| 311 | 1 | 1.7% | |
| 144 | 1 | 1.7% | |
| 105 | 1 | 1.7% | |
| 88 | 1 | 1.7% | |
| 65 | 1 | 1.7% | |
| 56 | 1 | 1.7% | |
| 52 | 1 | 1.7% | |
| 45 | 1 | 1.7% | |
| 43 | 1 | 1.7% |
| Distinct count | 30 |
|---|---|
| Unique (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.65 |
|---|---|
| Minimum | 1.0 |
| Maximum | 319.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.95 |
| Q1 | 4 |
| median | 9 |
| Q3 | 23.75 |
| 95-th percentile | 63.15 |
| Maximum | 319 |
| Range | 318 |
| Interquartile range (IQR) | 19.75 |
Descriptive statistics
| Standard deviation | 46.33328964 |
|---|---|
| Coefficient of variation (CV) | 2.045619852 |
| Kurtosis | 30.26372797 |
| Mean | 22.65 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 5.165555084 |
| Sum | 1359 |
| Variance | 2146.773729 |
| Value | Count | Frequency (%) | |
| 4 | 7 | 11.7% | |
| 7 | 5 | 8.3% | |
| 3 | 5 | 8.3% | |
| 8 | 4 | 6.7% | |
| 32 | 4 | 6.7% | |
| 1 | 3 | 5.0% | |
| 11 | 3 | 5.0% | |
| 26 | 2 | 3.3% | |
| 5 | 2 | 3.3% | |
| 15 | 2 | 3.3% | |
| 21 | 2 | 3.3% | |
| 2 | 2 | 3.3% | |
| 9 | 2 | 3.3% | |
| 12 | 1 | 1.7% | |
| 63 | 1 | 1.7% | |
| 38 | 1 | 1.7% | |
| 6 | 1 | 1.7% | |
| 10 | 1 | 1.7% | |
| 13 | 1 | 1.7% | |
| 28 | 1 | 1.7% | |
| 319 | 1 | 1.7% | |
| 37 | 1 | 1.7% | |
| 18 | 1 | 1.7% | |
| 23 | 1 | 1.7% | |
| 14 | 1 | 1.7% | |
| Other values (5) | 5 | 8.3% |
| Value | Count | Frequency (%) | |
| 1 | 3 | 5.0% | |
| 2 | 2 | 3.3% | |
| 3 | 5 | 8.3% | |
| 4 | 7 | 11.7% | |
| 5 | 2 | 3.3% | |
| 6 | 1 | 1.7% | |
| 7 | 5 | 8.3% | |
| 8 | 4 | 6.7% | |
| 9 | 2 | 3.3% | |
| 10 | 1 | 1.7% |
| Value | Count | Frequency (%) | |
| 319 | 1 | 1.7% | |
| 171 | 1 | 1.7% | |
| 66 | 1 | 1.7% | |
| 63 | 1 | 1.7% | |
| 59 | 1 | 1.7% | |
| 38 | 1 | 1.7% | |
| 37 | 1 | 1.7% | |
| 35 | 1 | 1.7% | |
| 32 | 4 | 6.7% | |
| 28 | 1 | 1.7% |
SO2
Real number (ℝ≥0)
| Distinct count | 44 |
|---|---|
| Unique (%) | 73.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.766666666666666 |
|---|---|
| Minimum | 1.0 |
| Maximum | 278.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 11 |
| median | 30 |
| Q3 | 69 |
| 95-th percentile | 193.65 |
| Maximum | 278 |
| Range | 277 |
| Interquartile range (IQR) | 58 |
Descriptive statistics
| Standard deviation | 63.39046784 |
|---|---|
| Coefficient of variation (CV) | 1.178991962 |
| Kurtosis | 3.55159773 |
| Mean | 53.76666667 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 1.911797878 |
| Sum | 3226 |
| Variance | 4018.351412 |
| Value | Count | Frequency (%) | |
| 1 | 6 | 10.0% | |
| 20 | 4 | 6.7% | |
| 18 | 2 | 3.3% | |
| 8 | 2 | 3.3% | |
| 11 | 2 | 3.3% | |
| 4 | 2 | 3.3% | |
| 10 | 2 | 3.3% | |
| 33 | 2 | 3.3% | |
| 39 | 2 | 3.3% | |
| 25 | 2 | 3.3% | |
| 72 | 1 | 1.7% | |
| 64 | 1 | 1.7% | |
| 124 | 1 | 1.7% | |
| 28 | 1 | 1.7% | |
| 16 | 1 | 1.7% | |
| 15 | 1 | 1.7% | |
| 278 | 1 | 1.7% | |
| 146 | 1 | 1.7% | |
| 62 | 1 | 1.7% | |
| 27 | 1 | 1.7% | |
| 37 | 1 | 1.7% | |
| 24 | 1 | 1.7% | |
| 206 | 1 | 1.7% | |
| 49 | 1 | 1.7% | |
| 5 | 1 | 1.7% | |
| Other values (19) | 19 | 31.7% |
| Value | Count | Frequency (%) | |
| 1 | 6 | 10.0% | |
| 3 | 1 | 1.7% | |
| 4 | 2 | 3.3% | |
| 5 | 1 | 1.7% | |
| 8 | 2 | 3.3% | |
| 10 | 2 | 3.3% | |
| 11 | 2 | 3.3% | |
| 15 | 1 | 1.7% | |
| 16 | 1 | 1.7% | |
| 18 | 2 | 3.3% |
| Value | Count | Frequency (%) | |
| 278 | 1 | 1.7% | |
| 263 | 1 | 1.7% | |
| 206 | 1 | 1.7% | |
| 193 | 1 | 1.7% | |
| 161 | 1 | 1.7% | |
| 146 | 1 | 1.7% | |
| 130 | 1 | 1.7% | |
| 125 | 1 | 1.7% | |
| 124 | 1 | 1.7% | |
| 108 | 1 | 1.7% |
HUMID
Real number (ℝ≥0)
| Distinct count | 17 |
|---|---|
| Unique (%) | 28.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.666666666666664 |
|---|---|
| Minimum | 38.0 |
| Maximum | 73.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 38 |
|---|---|
| 5-th percentile | 52.95 |
| Q1 | 55 |
| median | 57 |
| Q3 | 60 |
| 95-th percentile | 71 |
| Maximum | 73 |
| Range | 35 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 5.36993093 |
|---|---|
| Coefficient of variation (CV) | 0.09312018954 |
| Kurtosis | 4.289498267 |
| Mean | 57.66666667 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 0.2375082056 |
| Sum | 3460 |
| Variance | 28.83615819 |
| Value | Count | Frequency (%) | |
| 56 | 11 | 18.3% | |
| 54 | 8 | 13.3% | |
| 58 | 7 | 11.7% | |
| 59 | 6 | 10.0% | |
| 61 | 5 | 8.3% | |
| 60 | 5 | 8.3% | |
| 57 | 4 | 6.7% | |
| 53 | 3 | 5.0% | |
| 71 | 2 | 3.3% | |
| 55 | 2 | 3.3% | |
| 52 | 1 | 1.7% | |
| 72 | 1 | 1.7% | |
| 47 | 1 | 1.7% | |
| 64 | 1 | 1.7% | |
| 62 | 1 | 1.7% | |
| 73 | 1 | 1.7% | |
| 38 | 1 | 1.7% |
| Value | Count | Frequency (%) | |
| 38 | 1 | 1.7% | |
| 47 | 1 | 1.7% | |
| 52 | 1 | 1.7% | |
| 53 | 3 | 5.0% | |
| 54 | 8 | 13.3% | |
| 55 | 2 | 3.3% | |
| 56 | 11 | 18.3% | |
| 57 | 4 | 6.7% | |
| 58 | 7 | 11.7% | |
| 59 | 6 | 10.0% |
| Value | Count | Frequency (%) | |
| 73 | 1 | 1.7% | |
| 72 | 1 | 1.7% | |
| 71 | 2 | 3.3% | |
| 64 | 1 | 1.7% | |
| 62 | 1 | 1.7% | |
| 61 | 5 | 8.3% | |
| 60 | 5 | 8.3% | |
| 59 | 6 | 10.0% | |
| 58 | 7 | 11.7% | |
| 57 | 4 | 6.7% |
| Distinct count | 60 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 940.358432006836 |
|---|---|
| Minimum | 790.7329711914062 |
| Maximum | 1113.156005859375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 608.0 B |
Quantile statistics
| Minimum | 790.7329712 |
|---|---|
| 5-th percentile | 843.8357788 |
| Q1 | 898.3719788 |
| median | 943.6830139 |
| Q3 | 983.2057648 |
| 95-th percentile | 1025.745856 |
| Maximum | 1113.156006 |
| Range | 322.4230347 |
| Interquartile range (IQR) | 84.83378601 |
Descriptive statistics
| Standard deviation | 62.20627601 |
|---|---|
| Coefficient of variation (CV) | 0.06615166504 |
| Kurtosis | 0.1633224211 |
| Mean | 940.358432 |
| Median Absolute Deviation (MAD) | 44.28652954 |
| Skewness | 0.09841898094 |
| Sum | 56421.50592 |
| Variance | 3869.620776 |
| Value | Count | Frequency (%) | |
| 857.6220093 | 1 | 1.7% | |
| 921.8699951 | 1 | 1.7% | |
| 1003.502014 | 1 | 1.7% | |
| 1024.88501 | 1 | 1.7% | |
| 861.4390259 | 1 | 1.7% | |
| 953.5599976 | 1 | 1.7% | |
| 946.1849976 | 1 | 1.7% | |
| 967.8029785 | 1 | 1.7% | |
| 923.2340088 | 1 | 1.7% | |
| 941.1810303 | 1 | 1.7% | |
| 844.0529785 | 1 | 1.7% | |
| 912.2020264 | 1 | 1.7% | |
| 982.2910156 | 1 | 1.7% | |
| 968.664978 | 1 | 1.7% | |
| 958.8389893 | 1 | 1.7% | |
| 950.6719971 | 1 | 1.7% | |
| 874.2810059 | 1 | 1.7% | |
| 904.1550293 | 1 | 1.7% | |
| 952.5289917 | 1 | 1.7% | |
| 861.8330078 | 1 | 1.7% | |
| 1015.02301 | 1 | 1.7% | |
| 1071.28894 | 1 | 1.7% | |
| 936.2340088 | 1 | 1.7% | |
| 989.2650146 | 1 | 1.7% | |
| 991.289978 | 1 | 1.7% | |
| Other values (35) | 35 | 58.3% |
| Value | Count | Frequency (%) | |
| 790.7329712 | 1 | 1.7% | |
| 823.7639771 | 1 | 1.7% | |
| 839.7089844 | 1 | 1.7% | |
| 844.0529785 | 1 | 1.7% | |
| 857.6220093 | 1 | 1.7% | |
| 860.1010132 | 1 | 1.7% | |
| 861.4390259 | 1 | 1.7% | |
| 861.8330078 | 1 | 1.7% | |
| 871.3380127 | 1 | 1.7% | |
| 871.7659912 | 1 | 1.7% |
| Value | Count | Frequency (%) | |
| 1113.156006 | 1 | 1.7% | |
| 1071.28894 | 1 | 1.7% | |
| 1030.380005 | 1 | 1.7% | |
| 1025.501953 | 1 | 1.7% | |
| 1024.88501 | 1 | 1.7% | |
| 1017.612976 | 1 | 1.7% | |
| 1015.02301 | 1 | 1.7% | |
| 1006.48999 | 1 | 1.7% | |
| 1003.502014 | 1 | 1.7% | |
| 1001.901978 | 1 | 1.7% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| PREC | JANT | JULT | OVR65 | POPN | EDUC | HOUS | DENS | NONW | WWDRK | POOR | HC | NOX | SO2 | HUMID | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 36.0 | 27.0 | 71.0 | 8.1 | 3.34 | 11.4 | 81.500000 | 3243.0 | 8.8 | 42.599998 | 11.7 | 21.0 | 15.0 | 59.0 | 59.0 | 921.869995 |
| 1 | 35.0 | 23.0 | 72.0 | 11.1 | 3.14 | 11.0 | 78.800003 | 4281.0 | 3.5 | 50.700001 | 14.4 | 8.0 | 10.0 | 39.0 | 57.0 | 997.875000 |
| 2 | 44.0 | 29.0 | 74.0 | 10.4 | 3.21 | 9.8 | 81.599998 | 4260.0 | 0.8 | 39.400002 | 12.4 | 6.0 | 6.0 | 33.0 | 54.0 | 962.354004 |
| 3 | 47.0 | 45.0 | 79.0 | 6.5 | 3.41 | 11.1 | 77.500000 | 3125.0 | 27.1 | 50.200001 | 20.6 | 18.0 | 8.0 | 24.0 | 56.0 | 982.291016 |
| 4 | 43.0 | 35.0 | 77.0 | 7.6 | 3.44 | 9.6 | 84.599998 | 6441.0 | 24.4 | 43.700001 | 14.3 | 43.0 | 38.0 | 206.0 | 55.0 | 1071.288940 |
| 5 | 53.0 | 45.0 | 80.0 | 7.7 | 3.45 | 10.2 | 66.800003 | 3325.0 | 38.5 | 43.099998 | 25.5 | 30.0 | 32.0 | 72.0 | 54.0 | 1030.380005 |
| 6 | 43.0 | 30.0 | 74.0 | 10.9 | 3.23 | 12.1 | 83.900002 | 4679.0 | 3.5 | 49.200001 | 11.3 | 21.0 | 32.0 | 62.0 | 56.0 | 934.700012 |
| 7 | 45.0 | 30.0 | 73.0 | 9.3 | 3.29 | 10.6 | 86.000000 | 2140.0 | 5.3 | 40.400002 | 10.5 | 6.0 | 4.0 | 4.0 | 56.0 | 899.528992 |
| 8 | 36.0 | 24.0 | 70.0 | 9.0 | 3.31 | 10.5 | 83.199997 | 6582.0 | 8.1 | 42.500000 | 12.6 | 18.0 | 12.0 | 37.0 | 61.0 | 1001.901978 |
| 9 | 36.0 | 27.0 | 72.0 | 9.5 | 3.36 | 10.7 | 79.300003 | 4213.0 | 6.7 | 41.000000 | 13.2 | 12.0 | 7.0 | 20.0 | 59.0 | 912.346985 |
Last rows
| PREC | JANT | JULT | OVR65 | POPN | EDUC | HOUS | DENS | NONW | WWDRK | POOR | HC | NOX | SO2 | HUMID | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | 45.0 | 28.0 | 74.0 | 10.6 | 3.21 | 11.1 | 82.599998 | 1883.0 | 3.4 | 41.900002 | 12.3 | 5.0 | 4.0 | 20.0 | 56.0 | 904.155029 |
| 51 | 38.0 | 24.0 | 72.0 | 9.8 | 3.34 | 11.4 | 78.000000 | 4923.0 | 3.8 | 50.500000 | 11.1 | 8.0 | 5.0 | 25.0 | 61.0 | 950.671997 |
| 52 | 31.0 | 26.0 | 73.0 | 9.3 | 3.22 | 10.7 | 81.300003 | 3249.0 | 9.5 | 43.900002 | 13.6 | 11.0 | 7.0 | 25.0 | 59.0 | 972.463989 |
| 53 | 40.0 | 23.0 | 71.0 | 11.3 | 3.28 | 10.3 | 73.800003 | 1671.0 | 2.5 | 47.400002 | 13.5 | 5.0 | 2.0 | 11.0 | 60.0 | 912.202026 |
| 54 | 41.0 | 37.0 | 78.0 | 6.2 | 3.25 | 12.3 | 89.500000 | 5308.0 | 25.9 | 59.700001 | 10.3 | 65.0 | 28.0 | 102.0 | 52.0 | 967.802979 |
| 55 | 28.0 | 32.0 | 81.0 | 7.0 | 3.27 | 12.1 | 81.000000 | 3665.0 | 7.5 | 51.599998 | 13.2 | 4.0 | 2.0 | 1.0 | 54.0 | 823.763977 |
| 56 | 45.0 | 33.0 | 76.0 | 7.7 | 3.39 | 11.3 | 82.199997 | 3152.0 | 12.1 | 47.299999 | 10.9 | 14.0 | 11.0 | 42.0 | 56.0 | 1003.502014 |
| 57 | 45.0 | 24.0 | 70.0 | 11.8 | 3.25 | 11.1 | 79.800003 | 3678.0 | 1.0 | 44.799999 | 14.0 | 7.0 | 3.0 | 8.0 | 56.0 | 895.695984 |
| 58 | 42.0 | 33.0 | 76.0 | 9.7 | 3.22 | 9.0 | 76.199997 | 9699.0 | 4.8 | 42.200001 | 14.5 | 8.0 | 8.0 | 49.0 | 54.0 | 911.817017 |
| 59 | 38.0 | 28.0 | 72.0 | 8.9 | 3.48 | 10.7 | 79.800003 | 3451.0 | 11.7 | 37.500000 | 13.0 | 14.0 | 13.0 | 39.0 | 58.0 | 954.442017 |